Toneva, Mariya

Getting aligned on representational alignment

Sucholutsky, I., Muttenthaler, L., Weller, A., Peng, A., Bobu, A., Kim, B., Love, B. C., Cueva, C. J., Grant, E., Groen, I., et al. (2023) · arXiv

Domain Adaptation and Few-Shot LearningExplainable Artificial Intelligence (XAI)

Cited by 36

Training language models to summarize narratives improves brain alignment

Aw, K. L., & Toneva, M. (2022) · arXiv

Topic ModelingNeurobiology of Language and Bilingualism

Cited by 10

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

Pink, M., Wu, Q., Vo, V. A., Turek, J., Mu, J., Huth, A., & Toneva, M. (2025) · arXiv

AI-based Problem Solving and PlanningTopic Modeling

Cited by 1